Multi-objective Re-ranking on ML-1M benchmark leaderboard · SOTA2 Research

Multi-objective Re-ranking on ML-1M

81.24HR@5PreferRec

Evaluation Results

Method	Links
PreferRec2026.03		81.24	89.78	60.3	55.03	35.87	53.07	65.21	71.05	31.27	47.48	35.22	51.97
ContraRec2026.03		70.48	80.25	55.32	58.49	36.21	50.05	44.33	50.64	22.47	33.72	25.93	37.9
SASRec2026.03		70.13	80.79	55.06	58.53	36.55	50.39	43.71	49.8	22.35	33.6	25.78	37.89
ComiRec2026.03		70.05	80.83	54.13	57.62	36.21	50.11	43.7	49.62	22.18	33.39	25.6	37.7
NARM2026.03		63.64	76.72	46.59	50.84	36.45	50.5	42.74	49.54	20.82	32.57	23.46	36.22
GRU4Rec2026.03		63.21	76.52	45.68	50	37.16	51.01	40.43	47.76	20.24	31.9	22.88	35.58
EMMR2026.03		63.21	76.52	37.49	34.61	34.58	48.49	73.84	72.25	28.21	42.3	29.23	44.35
MMR2026.03		62.17	76.18	44.89	49.44	38.92	52.99	39.56	47.04	20.42	32.33	22.91	35.88
SSD2026.03		60.53	76.14	35.2	40.31	37.34	51.11	40.98	48.05	20.01	32	22.3	35.6
DPP2026.03		56.57	67.75	41.88	45.51	39.66	54.05	45.78	56.89	21.7	34.98	23.21	36.66
epsilon-Greedy2026.03		53.94	70.48	37.06	42.38	36.86	50.57	50.37	54.87	21.28	33.35	22.37	35.76
DGRec2026.03		48.44	66.31	32.89	38.69	38.62	52.49	37.61	44.26	16.93	28.34	17.92	30.58
POP2026.03		30.86	45.75	20.34	25.13	42.85	56.93	22.99	31.98	9.43	18.55	9.3	18.67